BDD100K Dataset Dashboard
Number of images in training set: 70000
Number of images in validation set: 10000
Object Category Distribution (Train vs Val)
Average Number of Objects per Image (per Category)
Bounding Box Area Distribution per Category (Train)
Bounding Box Area Distribution per Category (Val)
Image Attribute Distributions
Weather
Scene
Time of Day
Bounding Box Area Anomalies (Train)
Image: 0000f77c-6257be58
- traffic light area=2414 [1125,133,1156,210]
- traffic light area=2563 [1156,136,1191,210]
- traffic sign area=12304 [0,0,100,122]
- traffic sign area=13560 [0,0,102,133]
- car area=72945 [45,254,357,487]
- car area=88514 [507,221,908,442]
Image: 00067cfb-e535423e
- traffic light area=1239 [556,312,590,349]
- traffic sign area=3201 [548,93,597,160]
- person area=31561 [199,335,316,604]
- person area=8750 [731,397,792,543]
- truck area=90823 [0,310,410,532]
Image: 000e0252-8523a4a9
- traffic light area=2438 [148,74,184,142]
Image: 000f8d37-d4c09a0f
- traffic light area=1947 [66,61,96,125]
- car area=117585 [425,317,800,631]
- car area=131493 [928,283,1279,658]